ProSecCo: progressive sequence mining with convergence guarantees

Abstract We present ProSecCo, an algorithm for the progressive mining of frequent sequences from large transactional datasets: It processes the dataset in blocks and it outputs, after having analyzed each block, a high-quality approximation of the collection of frequent sequences. ProSecCo can be u...

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Bibliographic Details
Main Authors: Servan-Schreiber, Sacha, Riondato, Matteo, Zgraggen, Emanuel
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Springer London 2021
Online Access:https://hdl.handle.net/1721.1/131797

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